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Candidate
Female
Spain, not willing to relocate, prepared for occasional business trips
Machine Learning Engineer / Data Scientist
Specializations:
- Data scientist
Employment: full time, part time
Work schedule: full day, flexible schedule, remote working
Work experience 8 years 6 months
September 2021 — currently
3 years 8 months
Mains Lab
Estonia, mainslab.com
Machine Learning Engineer
Participated in development of AI-driven SaaS products for insurance companies:
• Developed VIN number recognition module for processing of photos of car registration documents, using ViT-based text ROI detector and Google Cloud Vision OCR.
• Search engine module for detection of variations in name and address of the same organization in medical bills (HuggingFace Transformers). I was engaged in building of Transformer-based models for recognizing organization names from unstructured texts of medical bills - Named Entity Recognition (NER). The deployment of the model to production allowed to process 78% of medical bills without human involvement.
• Automated categorization and routing of inquiries of policy holders to Support department of an insurance company with BERT-based text classification models.
Data preparation, including extraction from SQL databases and files, data cleaning and consolidation, dataset creation and curation, building end-to-end ML solutions (supervised and unsupervised). Visualization of complex data and analytical results using Tableau and Python’s visualization libraries (Matplotlib, Seaborn, Plotly).
April 2019 — August 2021
2 years 5 months
Sumitomo Mitsui Banking Corporation
Moscow, www.smbcgroup.com/
Financial Sector... Show more
Analyst at Risk Management Department
▪ As one of the key developers of the Expected Credit Loss model,I played a crucial role in the project that saved the Bank over $200,000.
▪ Improved the methodology of Bank’s portfolio stress testing.
▪ Prepared and successfully held regular presentations on Bank’s credit portfolio dynamics for the Management meetings.
May 2017 — March 2019
1 year 11 months
Sumitomo Mitsui Banking Corporation
Moscow, www.smbcgroup.com/
Financial Sector... Show more
Credit Analyst at Credit Analysis Department
▪ Added a VBA macros to the credit application template that allowed to reduce the average time for preparing a credit application by all credit analysts by approximately 10%.
▪ Prepared a number of of credit applications, analytical materials for the Bank’s management and industry researches. Participated in meeting and calls with clients and Bank’s global offices (London, Tokyo).
December 2014 — May 2015
6 months
HSBC Bank (RR)
Moscow, www.hsbc.ru
Financial Sector... Show more
Intern at Banking Operations
- SQL database management
- document processing
- management of clients’ credit files
Skills
Skill proficiency levels
About me
I have an experience developing and shipping Machine Learning and NLP models to production, being part of a team in a company providing AI solutions for the largest insurance companies in MENA and LATAM regions. I have also gained strong skills in Data Analysis and Finance, having worked at large financial corporations with global presence - Sumitomo Mitsui (Japan) and HSBC (Hong Kong).
One of my most notable personal traits is an ability and willingness to improve on my skill every day, which is, I believe, critical to professional success in Data Science field. I have interpersonal skills to be an effective team player, but also can perfectly work autonomously. Being a proactive person and a self-starter, I am always striving to propose original solutions and effectively implement them.
My portfolio of personal projects can be found on GitHub and Hugging Face Spaces (https://github.com/vic-art, https://huggingface.co/vic-art).
Higher education (master)
2018
Banking Institute, Financial analyst, GPA 8.5/10
2016
Department of Finance, Corporate finance, 4.9/5.0
Languages
Professional development, courses
2022
PyTorch for Deep Learning
Udemy, Inc.
2021
Python for Machine Learning & Data Science
Udemy, Inc.
2021
Python Bootcamp
Udemy, Inc.
2021
SQL Bootcamp
Udemy, Inc.
2016
School of Finance
Lomonosov Moscow State University, Valuation, Financial Statement Analysis, Financial Modeling, Deal Financing & Structuring, Fundamental Analysis, PE & VC
Citizenship, travel time to work
Citizenship: Russia
Permission to work: Russia, Spain
Desired travel time to work: Doesn't matter